Lambda Archives

How to implement Durable Execution for Lambda (without frameworks)

“Durable Execution” means a system can execute workflows reliably and remember progress even when failures occur. It typically involves persisting progress to avoid repeating side-effects on retries and allowing you to recover gracefully from failures.

It’s commonly associated with workflow orchestrators such as AWS Step Functions and AWS Lambda doesn’t support durability by itself.

But, as you will see in this post, there’s an easy way to add durable execution to Lambda, without needing to adopt a durable execution framework or rewriting your Lambda function as a Step Functions state machine.

And it only takes a few lines of code!

Biggest pre:Invent 2024 serverless announcements

AWS, CloudFormation, Cognito, DynamoDB, Lambda, Serverless, Step Functions

DynamoDB cuts on-demand price by 50% Announcement DynamoDB has reduced on-demand pricing by 50% and global tables by up to 67%. Amazing! Lambda SnapStart is now available for Python and .Net Announcement Previously, SnapStart was only available for Java. It makes sense to add support for .Net. But why Python and not Node.js? I guess …

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Here is one of the most misunderstood aspects of AWS Lambda

AWS, Lambda, Serverless

One of the most misunderstood aspects of Lambda is how throttling applies to async invocations. Or rather, how it doesn’t!

The TL;DR is that you will never experience throttling when you invoke a function asynchronously.

It also means that despite SNS and EventBridge having longer retry periods than Lambda’s internal queue, these have no practical impact in the case of Lambda throttling.

Read the full post to understand why.

How to apply the TDD mindset to serverless

AWS, Serverless, Testing

Testing is an integral part of software development, and serverless is no different.

Test Driven Development, or TDD, is long regarded as a leading practice in software development. And yet, one of the most misunderstood parts of Test-Driven Development (TDD) is the “Driven” part of the name. It’s not just about “writing tests before you write the code”. If your tests do not inform and drive your API design, then you’re not really doing TDD.

In this post, let’s look at how we can apply the TDD mindset to serverless and use our tests to drive the design of our serverless application.

When to use Step Functions vs. doing it all in a Lambda function

AWS, Lambda, Serverless, Step Functions

I’m a big fan of Step Functions, but it’s yet another AWS service you must learn and pay for.

It also introduces additional complexities. My application is harder to test; my business logic is split between configuration (ASL) and code; and I have new decision points, such as whether to use Express Workflows or Standard Workflows.

So it’s fair to ask, “Why should we even bother with Step Functions?”. Why not just do everything in code, inside a Lambda function?

Let’s break down the pros and cons and look at the trade-offs of each.

When to use API Gateway vs. Lambda Function URLs

API Gateway, AWS, Lambda, Serverless

“Lambdalith” is a monolithic approach to building serverless applications where a single Lambda function serves an entire API, instead of having one function per endpoint. It’s an increasingly popular approach and provides portability between Lambda and containers and lets you use familiar web frameworks.

Tools like the AWS Lambda Web Adapter have made this approach more accessible, and it also works well with Lambda Function URLs.

But don’t be too hasty to get rid of API Gateway just yet!

In this post, let’s look at the pros and cons of API Gateway vs. Lambda Function URLs, and let me explain why I still prefer API Gateway.

First impressions of the fastest JavaScript runtime for Lambda

AWS, Javascript, Lambda, Serverless

LLRT, the new Low Latency Runtime for JavaScript, is an experimental runtime for Lambda that promises 10x faster startup time!

In this post, let’s look at why it’s so damn fast, and what design choices it makes (and why they make sense in the context of Lambda).

What’s the best way to migrate Cognito users to a new user pool?

AWS, Cognito, Lambda, Serverless

The challenge with a Cognito User Pool migration is that the user password cannot be extracted from Cognito. This is a good thing. It shows that Cognito follows security best practices and does not store user passwords in plain text.

But it makes our lives more difficult during a Cognito User Pool migration.

In this post, let’s consider three approaches for migrating users to a new Cognito User Pool.

The one mistake everyone makes when using Kinesis with Lambda

AWS, Kinesis, Lambda, Serverless

AWS Kinesis and Lambda are a great combo for processing large amounts of data in real-time. However, there’s a common oversight that many developers make when integrating these two services. There are established best practices for configuring Lambda’s EventSourceMapping [1] for Kinesis: Configure an OnFailure destination for failed records. Enable BisectBatchOnFunctionError. Override MaximumRetryAttempts. Choose a …

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Amplify: how to share code without Lambda Layers or private NPM

Amplify, AWS, Lambda, Programming, Serverless

Sharing code efficiently across different parts of an application can be challenging with AWS Lambda, especially when using Amplify. Today, I’ll walk you through a solution to this common problem, without relying on Lambda Layers or private NPM repositories. The Context In my previous post about Lambda Layers [1], I delved into its limitations, especially …

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